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Walid Shalaby, Ph.D.
Walid Shalaby, Ph.D.
Principal Data Scientist at The Home Depot
Verified email at homedepot.com - Homepage
Title
Cited by
Cited by
Year
Help me find a job: A graph-based approach for job recommendation at scale
W Shalaby, BE AlAila, M Korayem, L Pournajaf, K AlJadda, S Quinn, ...
Big Data (Big Data), 2017 IEEE International Conference on, 1544-1553, 2017
992017
Patent retrieval: a literature review
W Shalaby, W Zadrozny
Knowledge and Information Systems, 1-30, 2017
862017
Solving cold-start problem in large-scale recommendation engines: A deep learning approach
J Yuan, W Shalaby, M Korayem, D Lin, K AlJadda, J Luo
2016 IEEE International Conference on Big Data (Big Data), 1901 - 1910, 2016
652016
Natural language relatedness tool using mined semantic analysis
WA Shalaby, WW Zadrozny, K Rajshekhar
US Patent 9,880,999, 2018
362018
Beyond Word Embeddings: Learning Entity and Concept Representations from Large Scale Knowledge Bases
HJ Walid Shalaby, Wlodek Zadrozny
Information Retrieval Journal, 2018
35*2018
Mined semantic analysis: A new concept space model for semantic representation of textual data
W Shalaby, W Zadrozny
2017 IEEE International Conference on Big Data (Big Data), 2122-2131, 2017
24*2017
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations
W Shalaby, S Oh, A Afsharinejad, S Kumar, X Cui
Proceedings of the 16th ACM Conference on Recommender Systems, 573-578, 2022
182022
Building chatbots from large scale domain-specific knowledge bases: challenges and opportunities
W Shalaby, A Arantes, T GonzalezDiaz, C Gupta
2020 IEEE International Conference on Prognostics and Health Management …, 2020
162020
Simulating IBM Watson in the Classroom
W Zadrozny, S Gallagher, W Shalaby, A Avadhani
SIGCSE 2015, 2015
162015
Learning concept embeddings for dataless classification via efficient bag-of-concepts densification
W Shalaby, W Zadrozny
Knowledge and Information Systems 61, 1047-1070, 2019
142019
Watsonsim: Overview of a question answering engine
S Gallagher, W Zadrozny, W Shalaby, A Avadhani
arXiv preprint arXiv:1412.0879, 2014
142014
Toward an Interactive Patent Retrieval Framework based on Distributed Representations
W Shalaby, W Zadrozny
The 41st International ACM SIGIR Conference on Research & Development in …, 2018
102018
Innovation Analytics using Mined Semantic Analysis
W Shalaby, W Zadrozny
Proceedings of the Twenty-Ninth International Florida Artificial …, 2016
92016
Entity type recognition using an ensemble of distributional semantic models to enhance query understanding
W Shalaby, K Al Jadda, M Korayem, T Grainger
2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC …, 2016
72016
A Visual Semantic Framework for Innovation Analytics
W Shalaby, K Rajshekhar, W Zadrozny
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence …, 2016
72016
Analytics in post-grant patent review: Possibilities and challenges (preliminary report)
K Rajshekhar, W Shalaby, W Zadrozny
Proceedings of the American Society for Engineering Management 2016 …, 2016
42016
Semantic representation using explicit concept space models
W Shalaby, W Zadrozny
Thirty-First AAAI Conference on Artificial Intelligence, 2017
32017
Knowledge based dimensionality reduction for technical text mining
W Shalaby, W Zadrozny, S Gallagher
2014 IEEE International Conference on Big Data (Big Data), 39-44, 2014
32014
METHOD FOR EVENT-BASED FAILURE PREDICTION AND REMAINING USEFUL LIFE ESTIMATION
W Shalaby, M Alam, D Ghosh, A Farahat, C Gupta
US Patent App. 17/118,081, 2022
22022
Knowledge Graph-based Session Recommendation with Adaptive Propagation
Y Wang, A Javari, J Balaji, W Shalaby, T Derr, X Cui
arXiv preprint arXiv:2402.11302, 2024
12024
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